Profiling report

Dataset statistics

Number of variables	10
Number of observations	1028487
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	9158
Duplicate rows (%)	0.9%
Total size in memory	86.3 MiB
Average record size in memory	88.0 B

Variable types

Numeric	10

Alerts

Dataset has 9158 (0.9%) duplicate rows	Duplicates
`Depth (m)` is highly overall correlated with `u0 (kPa)` and 2 other fields	High correlation
`Fr (%)` is highly overall correlated with `Qtn (-)` and 2 other fields	High correlation
`Qtn (-)` is highly overall correlated with `Fr (%)` and 2 other fields	High correlation
`Rf (%)` is highly overall correlated with `Fr (%)` and 1 other fields	High correlation
`fs (kPa)` is highly overall correlated with `Qtn (-)` and 1 other fields	High correlation
`qc (MPa)` is highly overall correlated with `Fr (%)` and 3 other fields	High correlation
`u0 (kPa)` is highly overall correlated with `Depth (m)` and 2 other fields	High correlation
`σ',v (kPa)` is highly overall correlated with `Depth (m)` and 2 other fields	High correlation
`σ,v (kPa)` is highly overall correlated with `Depth (m)` and 2 other fields	High correlation
`Rf (%)` is highly skewed (γ1 = 464.7144979)	Skewed
`Fr (%)` is highly skewed (γ1 = 264.9607272)	Skewed
`Rf (%)` has 11801 (1.1%) zeros	Zeros
`u0 (kPa)` has 31650 (3.1%) zeros	Zeros
`Fr (%)` has 11683 (1.1%) zeros	Zeros
`Oberhollenzer_classes` has 78436 (7.6%) zeros	Zeros

Reproduction

Analysis started	2024-11-07 15:02:57.538508
Analysis finished	2024-11-07 15:04:55.809756
Duration	1 minute and 58.27 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

Depth (m)
Real number (ℝ)

High correlation

Distinct	7553
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.226225

Minimum	0.01
Maximum	75.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.7 MiB

Quantile statistics

Minimum	0.01
5-th percentile	1.07
Q1	5.32
median	11.06
Q3	18.07
95-th percentile	34.74
Maximum	75.92
Range	75.91
Interquartile range (IQR)	12.75

Descriptive statistics

Standard deviation	10.565445
Coefficient of variation (CV)	0.79882543
Kurtosis	2.8156587
Mean	13.226225
Median Absolute Deviation (MAD)	6.25
Skewness	1.430253
Sum	13603000
Variance	111.62862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.27	488	< 0.1%
3.23	488	< 0.1%
3.24	488	< 0.1%
2.22	488	< 0.1%
2.24	488	< 0.1%
2.2	488	< 0.1%
2.29	488	< 0.1%
2.28	488	< 0.1%
2.14	488	< 0.1%
2.17	488	< 0.1%
Other values (7543)	1023607	99.5%

Value	Count	Frequency (%)
0.01	461	< 0.1%
0.02	467	< 0.1%
0.03	472	< 0.1%
0.04	476	< 0.1%
0.05	479	< 0.1%
0.06	480	< 0.1%
0.07	481	< 0.1%
0.08	482	< 0.1%
0.09	481	< 0.1%
0.1	477	< 0.1%

Value	Count	Frequency (%)
75.92	1	< 0.1%
75.91	1	< 0.1%
75.9	1	< 0.1%
75.89	1	< 0.1%
75.88	1	< 0.1%
75.87	1	< 0.1%
75.86	1	< 0.1%
75.85	1	< 0.1%
75.84	1	< 0.1%
75.83	1	< 0.1%

qc (MPa)
Real number (ℝ)

High correlation

Distinct	7190
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3297195

Minimum	-1.37
Maximum	101.73
Zeros	4667
Zeros (%)	0.5%
Negative	4279
Negative (%)	0.4%
Memory size	15.7 MiB

Quantile statistics

Minimum	-1.37
5-th percentile	0.31
Q1	0.96
median	2.3
Q3	5.98
95-th percentile	21.51
Maximum	101.73
Range	103.1
Interquartile range (IQR)	5.02

Descriptive statistics

Standard deviation	8.3905404
Coefficient of variation (CV)	1.574293
Kurtosis	16.271306
Mean	5.3297195
Median Absolute Deviation (MAD)	1.68
Skewness	3.5921414
Sum	5481547.2
Variance	70.401168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4667	0.5%
0.92	4446	0.4%
0.94	4201	0.4%
0.91	4134	0.4%
0.93	4063	0.4%
0.9	4041	0.4%
0.95	3971	0.4%
0.85	3943	0.4%
1	3906	0.4%
0.97	3893	0.4%
Other values (7180)	987222	96.0%

Value	Count	Frequency (%)
-1.37	5	< 0.1%
-0.2	1	< 0.1%
-0.19	14	< 0.1%
-0.18	32	< 0.1%
-0.17	14	< 0.1%
-0.16	8	< 0.1%
-0.15	12	< 0.1%
-0.14	10	< 0.1%
-0.13	73	< 0.1%
-0.12	97	< 0.1%

Value	Count	Frequency (%)
101.73	1	< 0.1%
101.1	1	< 0.1%
101.02	1	< 0.1%
97.08	1	< 0.1%
95.84	1	< 0.1%
95.51	1	< 0.1%
95.2	1	< 0.1%
94.94	1	< 0.1%
94.89	1	< 0.1%
94.78	1	< 0.1%

fs (kPa)
Real number (ℝ)

High correlation

Distinct	10296
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.605697

Minimum	-99.9
Maximum	1591.4
Zeros	8576
Zeros (%)	0.8%
Negative	8794
Negative (%)	0.9%
Memory size	15.7 MiB

Quantile statistics

Minimum	-99.9
5-th percentile	4.6
Q1	16.2
median	32.5
Q3	66
95-th percentile	175.8
Maximum	1591.4
Range	1691.3
Interquartile range (IQR)	49.8

Descriptive statistics

Standard deviation	70.295035
Coefficient of variation (CV)	1.2873205
Kurtosis	24.72372
Mean	54.605697
Median Absolute Deviation (MAD)	20.1
Skewness	3.9766361
Sum	56161250
Variance	4941.3919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8576	0.8%
15.9	2286	0.2%
11	2281	0.2%
14.3	2243	0.2%
10.9	2196	0.2%
12.1	2194	0.2%
12.4	2188	0.2%
12.6	2187	0.2%
13.2	2164	0.2%
14.8	2164	0.2%
Other values (10286)	1000008	97.2%

Value	Count	Frequency (%)
-99.9	1	< 0.1%
-99.8	1	< 0.1%
-99.7	1	< 0.1%
-98.7	1	< 0.1%
-98.4	2	< 0.1%
-98.1	1	< 0.1%
-98	1	< 0.1%
-97.7	1	< 0.1%
-97.4	1	< 0.1%
-97.3	1	< 0.1%

Value	Count	Frequency (%)
1591.4	1	< 0.1%
1474	1	< 0.1%
1389.6	1	< 0.1%
1191.2	2	< 0.1%
1160.7	1	< 0.1%
1154.8	2	< 0.1%
1150.5	2	< 0.1%
1118.5	3	< 0.1%
1109.7	2	< 0.1%
1098.7	2	< 0.1%

Rf (%)
Real number (ℝ)

High correlation Skewed Zeros

Distinct	6749
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3947058

Minimum	-100
Maximum	22000
Zeros	11801
Zeros (%)	1.1%
Negative	11823
Negative (%)	1.1%
Memory size	15.7 MiB

Quantile statistics

Minimum	-100
5-th percentile	0.19
Q1	0.69
median	1.37
Q3	2.48
95-th percentile	6.57
Maximum	22000
Range	22100
Interquartile range (IQR)	1.79

Descriptive statistics

Standard deviation	35.100875
Coefficient of variation (CV)	14.657698
Kurtosis	258076.02
Mean	2.3947058
Median Absolute Deviation (MAD)	0.81
Skewness	464.7145
Sum	2462923.8
Variance	1232.0714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11801	1.1%
0.4	4556	0.4%
0.36	4543	0.4%
0.39	4526	0.4%
0.41	4455	0.4%
0.34	4445	0.4%
0.37	4438	0.4%
0.33	4401	0.4%
0.42	4373	0.4%
0.35	4368	0.4%
Other values (6739)	976581	95.0%

Value	Count	Frequency (%)
-100	10	< 0.1%
-98.95	1	< 0.1%
-98.82	1	< 0.1%
-98.77	1	< 0.1%
-98.66	1	< 0.1%
-98.55	1	< 0.1%
-97.66	1	< 0.1%
-97.3	10	< 0.1%
-97.17	1	< 0.1%
-97.05	1	< 0.1%

Value	Count	Frequency (%)
22000	1	< 0.1%
19333.33	1	< 0.1%
12200	1	< 0.1%
8900	1	< 0.1%
3906.58	1	< 0.1%
3284.09	1	< 0.1%
3009.87	1	< 0.1%
2822.63	1	< 0.1%
2425.93	1	< 0.1%
2400	2	< 0.1%

σ,v (kPa)
Real number (ℝ)

High correlation

Distinct	8356
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	251.29829

Minimum	0.19
Maximum	1442.48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.7 MiB

Quantile statistics

Minimum	0.19
5-th percentile	20.33
Q1	101.08
median	210.14
Q3	343.33
95-th percentile	660.06
Maximum	1442.48
Range	1442.29
Interquartile range (IQR)	242.25

Descriptive statistics

Standard deviation	200.74348
Coefficient of variation (CV)	0.79882547
Kurtosis	2.8156558
Mean	251.29829
Median Absolute Deviation (MAD)	118.75
Skewness	1.4302526
Sum	2.5845703 × 10⁸
Variance	40297.944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61.37	488	< 0.1%
61.56	488	< 0.1%
60.42	488	< 0.1%
60.8	488	< 0.1%
40.47	488	< 0.1%
60.04	488	< 0.1%
60.61	488	< 0.1%
62.32	488	< 0.1%
59.85	488	< 0.1%
63.65	488	< 0.1%
Other values (8346)	1023607	99.5%

Value	Count	Frequency (%)
0.19	461	< 0.1%
0.38	467	< 0.1%
0.57	472	< 0.1%
0.76	476	< 0.1%
0.95	479	< 0.1%
1.14	480	< 0.1%
1.33	481	< 0.1%
1.52	482	< 0.1%
1.71	481	< 0.1%
1.9	477	< 0.1%

Value	Count	Frequency (%)
1442.48	1	< 0.1%
1442.29	1	< 0.1%
1442.1	1	< 0.1%
1441.91	1	< 0.1%
1441.72	1	< 0.1%
1441.53	1	< 0.1%
1441.34	1	< 0.1%
1441.15	1	< 0.1%
1440.96	1	< 0.1%
1440.77	1	< 0.1%

u0 (kPa)
Real number (ℝ)

High correlation Zeros

Distinct	8378
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.63838

Minimum	0
Maximum	744.78
Zeros	31650
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	15.7 MiB

Quantile statistics

Minimum	0
5-th percentile	4.12
Q1	45.71
median	101.14
Q3	170.11
95-th percentile	330.89
Maximum	744.78
Range	744.78
Interquartile range (IQR)	124.4

Descriptive statistics

Standard deviation	103.13878
Coefficient of variation (CV)	0.84099926
Kurtosis	3.0591775
Mean	122.63838
Median Absolute Deviation (MAD)	60.72
Skewness	1.4734031
Sum	1.2613198 × 10⁸
Variance	10637.609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31650	3.1%
7.55	489	< 0.1%
7.36	488	< 0.1%
12.26	488	< 0.1%
7.75	488	< 0.1%
12.36	488	< 0.1%
3.73	488	< 0.1%
7.65	488	< 0.1%
12.46	488	< 0.1%
29.14	487	< 0.1%
Other values (8368)	992445	96.5%

Value	Count	Frequency (%)
0	31650	3.1%
0.1	466	< 0.1%
0.2	471	< 0.1%
0.29	475	< 0.1%
0.39	478	< 0.1%
0.49	481	< 0.1%
0.59	483	< 0.1%
0.69	484	< 0.1%
0.78	484	< 0.1%
0.88	483	< 0.1%

Value	Count	Frequency (%)
744.78	1	< 0.1%
744.68	1	< 0.1%
744.58	1	< 0.1%
744.48	1	< 0.1%
744.38	1	< 0.1%
744.28	1	< 0.1%
744.19	1	< 0.1%
744.09	1	< 0.1%
743.99	1	< 0.1%
743.89	1	< 0.1%

σ',v (kPa)
Real number (ℝ)

High correlation

Distinct	43101
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.66001

Minimum	0.09
Maximum	697.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.7 MiB

Quantile statistics

Minimum	0.09
5-th percentile	11.12
Q1	54.13
median	108.9
Q3	174.7
95-th percentile	330.2
Maximum	697.7
Range	697.61
Interquartile range (IQR)	120.57

Descriptive statistics

Standard deviation	99.581525
Coefficient of variation (CV)	0.77398974
Kurtosis	2.3720283
Mean	128.66001
Median Absolute Deviation (MAD)	59.3
Skewness	1.3359932
Sum	1.3232514 × 10⁸
Variance	9916.48
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.4	482	< 0.1%
5.7	482	< 0.1%
16.91	482	< 0.1%
11.21	481	< 0.1%
8.55	481	< 0.1%
5.51	481	< 0.1%
14.06	481	< 0.1%
8.36	479	< 0.1%
2.85	478	< 0.1%
19.76	477	< 0.1%
Other values (43091)	1023683	99.5%

Value	Count	Frequency (%)
0.09	355	< 0.1%
0.18	360	< 0.1%
0.19	106	< 0.1%
0.28	364	< 0.1%
0.37	367	< 0.1%
0.38	107	< 0.1%
0.46	370	< 0.1%
0.55	372	< 0.1%
0.57	108	< 0.1%
0.64	373	< 0.1%

Value	Count	Frequency (%)
697.7	1	< 0.1%
697.61	1	< 0.1%
697.52	1	< 0.1%
697.43	1	< 0.1%
697.34	1	< 0.1%
697.25	1	< 0.1%
697.15	1	< 0.1%
697.06	1	< 0.1%
696.97	1	< 0.1%
696.88	1	< 0.1%

Qtn (-)
Real number (ℝ)

High correlation

Distinct	58724
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.936159

Minimum	-127.57
Maximum	1001
Zeros	12
Zeros (%)	< 0.1%
Negative	13556
Negative (%)	1.3%
Memory size	15.7 MiB

Quantile statistics

Minimum	-127.57
5-th percentile	1.69
Q1	5.19
median	22.47
Q3	60.56
95-th percentile	289.56
Maximum	1001
Range	1128.57
Interquartile range (IQR)	55.37

Descriptive statistics

Standard deviation	118.64492
Coefficient of variation (CV)	1.885163
Kurtosis	19.483707
Mean	62.936159
Median Absolute Deviation (MAD)	19.19
Skewness	3.9490944
Sum	64729021
Variance	14076.616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1001	1961	0.2%
1.98	959	0.1%
1.97	956	0.1%
1.91	948	0.1%
1.99	943	0.1%
2.03	933	0.1%
1.89	917	0.1%
1.88	917	0.1%
1.9	913	0.1%
2.04	898	0.1%
Other values (58714)	1018142	99.0%

Value	Count	Frequency (%)
-127.57	1	< 0.1%
-84.77	1	< 0.1%
-80.78	1	< 0.1%
-76.06	1	< 0.1%
-68.47	1	< 0.1%
-58.36	1	< 0.1%
-55.14	1	< 0.1%
-53.94	1	< 0.1%
-53.21	1	< 0.1%
-52.48	1	< 0.1%

Value	Count	Frequency (%)
1001	1961	0.2%
999.79	2	< 0.1%
999.51	1	< 0.1%
999.48	1	< 0.1%
999.27	1	< 0.1%
999.09	1	< 0.1%
999.03	1	< 0.1%
998.99	1	< 0.1%
998.87	1	< 0.1%
998.81	1	< 0.1%

Fr (%)
Real number (ℝ)

High correlation Skewed Zeros

Distinct	10389
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5622795

Minimum	-100
Maximum	33166.67
Zeros	11683
Zeros (%)	1.1%
Negative	14264
Negative (%)	1.4%
Memory size	15.7 MiB

Quantile statistics

Minimum	-100
5-th percentile	0.19
Q1	0.75
median	1.68
Q3	3.34
95-th percentile	8.41
Maximum	33166.67
Range	33266.67
Interquartile range (IQR)	2.59

Descriptive statistics

Standard deviation	81.371941
Coefficient of variation (CV)	22.842661
Kurtosis	85744.035
Mean	3.5622795
Median Absolute Deviation (MAD)	1.13
Skewness	264.96073
Sum	3663758.1
Variance	6621.3927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11683	1.1%
0.37	4445	0.4%
0.33	4281	0.4%
0.36	4272	0.4%
0.38	4183	0.4%
0.34	4177	0.4%
0.4	4100	0.4%
0.35	4083	0.4%
0.39	4074	0.4%
0.43	4072	0.4%
Other values (10379)	979117	95.2%

Value	Count	Frequency (%)
-100	2	< 0.1%
-99.95	1	< 0.1%
-99.48	1	< 0.1%
-99.34	1	< 0.1%
-99.28	1	< 0.1%
-99.26	1	< 0.1%
-99.04	1	< 0.1%
-98.96	1	< 0.1%
-98.84	1	< 0.1%
-98.83	1	< 0.1%

Value	Count	Frequency (%)
33166.67	1	< 0.1%
31777.78	1	< 0.1%
27500	1	< 0.1%
26000	1	< 0.1%
20260.87	1	< 0.1%
18000	1	< 0.1%
17162.79	1	< 0.1%
16400	1	< 0.1%
14113.21	1	< 0.1%
13777.78	1	< 0.1%

Oberhollenzer_classes
Real number (ℝ)

Zeros

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0545257

Minimum	0
Maximum	7
Zeros	78436
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	15.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	6
95-th percentile	7
Maximum	7
Range	7
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.2756955
Coefficient of variation (CV)	0.56127293
Kurtosis	-1.2471513
Mean	4.0545257
Median Absolute Deviation (MAD)	2
Skewness	-0.33405877
Sum	4170027
Variance	5.1787902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
5	208247	20.2%
2	192904	18.8%
6	180407	17.5%
7	163684	15.9%
1	99211	9.6%
4	98749	9.6%
0	78436	7.6%
3	6849	0.7%

Value	Count	Frequency (%)
0	78436	7.6%
1	99211	9.6%
2	192904	18.8%
3	6849	0.7%
4	98749	9.6%
5	208247	20.2%
6	180407	17.5%
7	163684	15.9%

Value	Count	Frequency (%)
7	163684	15.9%
6	180407	17.5%
5	208247	20.2%
4	98749	9.6%
3	6849	0.7%
2	192904	18.8%
1	99211	9.6%
0	78436	7.6%

	Depth (m)	Fr (%)	Oberhollenzer_classes	Qtn (-)	Rf (%)	fs (kPa)	qc (MPa)	u0 (kPa)	σ',v (kPa)	σ,v (kPa)
Depth (m)	1.000	0.072	0.264	-0.461	-0.048	-0.000	0.055	0.983	0.986	1.000
Fr (%)	0.072	1.000	0.260	-0.549	0.944	0.091	-0.624	0.079	0.065	0.072
Oberhollenzer_classes	0.264	0.260	1.000	-0.386	0.187	-0.203	-0.295	0.251	0.267	0.264
Qtn (-)	-0.461	-0.549	-0.386	1.000	-0.417	0.553	0.818	-0.451	-0.457	-0.461
Rf (%)	-0.048	0.944	0.187	-0.417	1.000	0.204	-0.547	-0.039	-0.055	-0.048
fs (kPa)	-0.000	0.091	-0.203	0.553	0.204	1.000	0.639	-0.007	0.006	-0.000
qc (MPa)	0.055	-0.624	-0.295	0.818	-0.547	0.639	1.000	0.043	0.064	0.055
u0 (kPa)	0.983	0.079	0.251	-0.451	-0.039	-0.007	0.043	1.000	0.940	0.983
σ',v (kPa)	0.986	0.065	0.267	-0.457	-0.055	0.006	0.064	0.940	1.000	0.986
σ,v (kPa)	1.000	0.072	0.264	-0.461	-0.048	-0.000	0.055	0.983	0.986	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Depth (m)	Rf (%)	σ,v (kPa)	u0 (kPa)	σ',v (kPa)	Qtn (-)	Fr (%)	Oberhollenzer_classes
1486510	0.01	0.00	0.19	0.10	0.09	-27.09	0.00	4.0
1486511	0.02	0.00	0.38	0.20	0.18	-14.58	0.00	4.0
1486512	0.03	0.00	0.57	0.29	0.28	-10.41	0.00	4.0
1486513	0.04	0.00	0.76	0.39	0.37	-8.32	0.00	4.0
1486514	0.05	0.00	0.95	0.49	0.46	-7.07	0.00	4.0
1486515	0.06	-0.01	1.14	0.59	0.55	-6.24	0.00	4.0
1486516	0.07	-0.01	1.33	0.69	0.64	-5.64	-0.01	4.0
1486517	0.08	-0.01	1.52	0.78	0.74	-5.20	-0.01	4.0
1486518	0.09	-0.01	1.71	0.88	0.83	-4.85	-0.01	4.0
1486519	0.10	-0.02	1.90	0.98	0.92	-4.57	-0.01	4.0

	Depth (m)	qc (MPa)	fs (kPa)	Rf (%)	σ,v (kPa)	u0 (kPa)	σ',v (kPa)	Qtn (-)	Fr (%)	Oberhollenzer_classes
2516969	9.77	44.17	79.90	0.22	185.63	71.32	114.31	409.96	0.22	1.0
2516970	9.78	44.37	105.50	0.14	185.82	71.42	114.40	427.65	0.14	1.0
2516971	9.79	46.08	0.00	0.08	186.01	71.51	114.50	440.75	0.08	1.0
2516972	9.80	47.79	0.00	0.00	186.20	71.61	114.59	413.80	0.00	1.0
2516973	9.81	48.94	0.00	0.00	186.39	71.71	114.68	423.67	0.00	1.0
2516974	9.82	49.59	0.00	0.00	186.58	71.81	114.77	431.22	0.00	1.0
2516975	9.83	50.51	0.00	0.00	186.77	71.91	114.86	446.31	0.00	1.0
2516976	9.84	54.25	0.00	0.00	186.96	72.01	114.95	461.36	0.00	1.0
2516977	9.85	54.91	0.00	0.00	187.15	72.10	115.05	473.50	0.00	1.0
2516978	9.86	54.83	0.00	0.00	187.34	72.20	115.14	474.78	0.00	1.0

Most frequently occurring

	Depth (m)	qc (MPa)	σ,v (kPa)	u0 (kPa)	σ',v (kPa)	Qtn (-)	# duplicates
28	0.01	0.34	0.19	0.10	0.09	1001.00	5
11	0.01	0.09	0.19	0.10	0.09	1001.00	4
13	0.01	0.12	0.19	0.10	0.09	1001.00	4
104	0.04	0.48	0.76	0.39	0.37	1001.00	4
0	0.01	0.00	0.19	0.10	0.09	-44.50	3
5	0.01	0.00	0.19	0.10	0.09	6.64	3
19	0.01	0.23	0.19	0.10	0.09	1001.00	3
21	0.01	0.28	0.19	0.10	0.09	1001.00	3
39	0.01	0.63	0.19	0.10	0.09	1001.00	3
46	0.02	0.00	0.38	0.20	0.18	2.29	3

Overview

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring